| Paper Abstract and Keywords |
| Presentation |
2013-03-07 16:40
What Does the Chirping Tell Us? Summarizing People's Opinion on Ongoing Events Using Tweets Khan Muhammad Asif Hossain, Guangwen Liu, Masayuki Iwai, Kaoru Sezaki (Univ. of Tokyo) LOIS2012-87 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The growth and increasing spatial resolution of Twitter has made it a promising network for assessing people’s opinion regarding ongoing events in firsthand. However, while the richness of information content in Twitter is a boon for opinion miners, the huge traffic largely composed of insignificant chatter is a bane for them. In this paper, we propose a set of algorithms for filtering out tweets relevant to any ongoing event, which can serve as a real-time summary about people’s opinion regarding the event. Evaluation conducted on a real-world dataset shows that the proposed model could achieve impressive precision and recall in summarizing tweets regarding the target event. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Microblog analysis / Social network analysis / Opinion mining / Short text analysis / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 112, no. 466, LOIS2012-87, pp. 107-112, March 2013. |
| Paper # |
LOIS2012-87 |
| Date of Issue |
2013-02-28 (LOIS) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
LOIS2012-87 |
| Conference Information |
| Committee |
LOIS |
| Conference Date |
2013-03-07 - 2013-03-08 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
LOIS |
| Conference Code |
2013-03-LOIS |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
What Does the Chirping Tell Us? Summarizing People's Opinion on Ongoing Events Using Tweets |
| Sub Title (in English) |
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| Keyword(1) |
Microblog analysis |
| Keyword(2) |
Social network analysis |
| Keyword(3) |
Opinion mining |
| Keyword(4) |
Short text analysis |
| Keyword(5) |
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| 1st Author's Name |
Khan Muhammad Asif Hossain |
| 1st Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
| 2nd Author's Name |
Guangwen Liu |
| 2nd Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
| 3rd Author's Name |
Masayuki Iwai |
| 3rd Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
| 4th Author's Name |
Kaoru Sezaki |
| 4th Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
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| Speaker |
Author-1 |
| Date Time |
2013-03-07 16:40:00 |
| Presentation Time |
20 minutes |
| Registration for |
LOIS |
| Paper # |
LOIS2012-87 |
| Volume (vol) |
vol.112 |
| Number (no) |
no.466 |
| Page |
pp.107-112 |
| #Pages |
6 |
| Date of Issue |
2013-02-28 (LOIS) |